Kiara Advani: raw computed results

The raw ranking from the production similarity calculation (face-embedding centroid cosine → gender-cohort z-normalization). The web-opinion crown, curation, and fusion re-rank are removed.

1. 1
   Saba Qamar
   93.7%

   z 5.53
2. 2
   Nauheed Cyrusi
   90.6%

   z 4.94
3. 3
   Madhuri Dixit
   89.4%

   z 4.78
4. 4
   Tara Sharma
   89.3%

   z 4.77
5. 5
   Alia Bhatt
   88.9%

   z 4.75
6. 6
   Manju Warrier
   87.9%

   z 4.66
7. 7
   Aditi Rao Hydari
   87.4%

   z 4.62
8. 8
   Deepika Padukone
   85.2%

   z 4.44
9. 9
   Shraddha Arya
   84.3%

   z 4.37
10. 10
    Bhumika Chawla
    84.1%

    z 4.35
11. 11
    Brie Garcia
    83.8%

    z 4.32
12. 12
    Davood Ghadami
    83.3%

    z 4.28
13. 13
    Geeta Basra
    83%

    z 4.26
14. 14
    Ferena Wazeir
    82.9%

    z 4.25
15. 15
    Mckenna Grace
    82.8%

    z 4.25
16. 16
    Kathryn Alexandre
    82.8%

    z 4.24
17. 17
    Manjari Phadnis
    82.7%

    z 4.23
18. 18
    Melissa Barrera
    82.6%

    z 4.23
19. 19
    Geraldine Viswanathan
    82.5%

    z 4.22
20. 20
    Nithya Menen
    82.3%

    z 4.20
21. 21
    Hema Malini
    82.2%

    z 4.19
22. 22
    Yogita Bihani
    81.7%

    z 4.16
23. 23
    Thelma Fardin
    81.5%

    z 4.14
24. 24
    Waheeda Rehman
    81.3%

    z 4.12
25. 25
    Mallika Sherawat
    80.3%

    z 4.04
26. 26
    Celina Jaitly
    80.3%

    z 4.04
27. 27
    Pankhuri Awasthy
    78.3%

    z 4.00
28. 28
    Sonam Kapoor
    78%

    z 3.99
29. 29
    Fearne Cotton
    66.9%

    z 3.87
30. 30
    Marian Rivera
    65.7%

    z 3.86
31. 31
    Asha Saini
    63.7%

    z 3.84
32. 32
    Nazanin Boniadi
    62.7%

    z 3.83
33. 33
    Neerja Bhanot
    61.9%

    z 3.82
34. 34
    Amyra Dastur
    61%

    z 3.81
35. 35
    Durga Khote
    59.3%

    z 3.79
36. 36
    Heart Evangelista
    58.4%

    z 3.78
37. 37
    Ariela Barer
    58.2%

    z 3.78
38. 38
    Rhea Chakraborty
    57.8%

    z 3.77
39. 39
    Shazahn Padamsee
    55.3%

    z 3.75
40. 40
    Miriam Leone
    54.7%

    z 3.74
41. 41
    Katrina Kaif
    52.7%

    z 3.72
42. 42
    Simran
    50.7%

    z 3.70
43. 43
    Andrea Gabriel
    49.9%

    z 3.69
44. 44
    Esha Deol
    49.8%

    z 3.69
45. 45
    Kriti Kharbanda
    47.6%

    z 3.64
46. 46
    Nimrat Kaur
    47.4%

    z 3.63
47. 47
    Nidhhi Agerwal
    47.2%

    z 3.61
48. 48
    Monica Bedi
    47.2%

    z 3.61
49. 49
    Amala Paul
    47.1%

    z 3.61
50. 50
    Liraz Charhi
    46.9%

    z 3.59